Liang Jianpeng

Papers

Total Citations

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About

Liang Jianpeng is a researcher whose work lies at the intersection of robotics, computer vision, and embedded systems. His primary research areas include multi-object tracking, mobile navigation, and the development of intelligent hardware for autonomous systems. His most cited paper, "Multi-object tracking for mobile navigation in outdoor with embedded tracker" (2011, 6 citations), addresses the critical challenge of robotic tracking in unstructured outdoor environments. In this work, Liang introduced an innovative embedded smart tracker that leverages Omni-vision technology, integrating a Digital Signal Processor (DSP) to enable real-time, robust tracking. This contribution is notable for bridging the gap between theoretical tracking algorithms and practical, hardware-constrained deployment, offering a scalable solution for mobile robots navigating complex terrains. While his citation count reflects a focused, early-career impact, Liang’s work is significant for its emphasis on embedded efficiency—a key concern in modern robotics. His research provides a foundation for students and engineers interested in the synergy between computer vision algorithms and low-power, real-time hardware, making him a valuable reference for those exploring outdoor autonomous navigation and embedded tracking systems.